Discover Awesome MCP Servers

BlenderMCP

An MCP server that enables AI models to directly control Blender for 3D modeling, scene manipulation, and material management through natural language. It supports advanced workflows including Python code execution, viewport visualization, and integration with external asset libraries like Poly Haven and Hyper3D.

Arduino MCP Server

Enables AI assistants like Claude to control Arduino boards in real-time, allowing users to turn LEDs on and off through natural language commands using the Model Context Protocol and Firmata.

SiYuan Note MCP Server

Enables AI assistants to interact with SiYuan Note for comprehensive notebook management, document editing, and block-level content operations. It supports advanced features like full-text search and SQL queries via secure API integration.

GeoIP MCP Server

An MCP server that provides IP geolocation services using MaxMind's GeoIP2 databases, allowing users to retrieve geographical information for single or multiple IP addresses including country, city, coordinates, and ASN details.

agent-toolbelt

Agent Toolbelt is an MCP server exposing 11 focused API tools for LLM agents — schema generation, text extraction, token counting, CSV conversion, Markdown conversion, URL metadata, regex builder, cron expressions, address normalization, color palettes, and brand kits. Each tool is a focused microservice with structured input/output, WCAG-scored color data, USPS address parsing, and multi-model to

Qdrant MCP Server

Enables storing and retrieving information using semantic search with Qdrant vector database. Acts as a memory layer for LLMs to persistently store and semantically search through information and metadata.

MCP RAG Server

Provides Retrieval-Augmented Generation capabilities by parsing documents (PDF, Markdown) and storing them in ChromaDB for semantic search and context retrieval.

Google Forms MCP Server

Permite a interação com a API do Google Forms para criar formulários, adicionar perguntas e recuperar respostas por meio de comandos em linguagem natural.

Limitless MCP Server (v0.1.0)

Um servidor MCP que conecta dados vestíveis do Limitless Pendant a ferramentas de IA como Claude e Windsurf, permitindo que assistentes de IA interajam com suas gravações pessoais do Lifelog por meio de ferramentas e pesquisas estruturadas.

MCP Swagger Server

Um servidor MCP que fornece acesso à documentação Swagger/OpenAPI e permite fazer requisições de API com base na especificação.

MCP Aggregator Server

Provides a unified MCP interface that proxies requests to multiple backend servers including memory/knowledge graph and vector database services. Enables seamless access to distributed MCP tools through a single endpoint with automatic routing, health monitoring, and retry logic.

Elasticsearch/OpenSearch MCP Server

An MCP server that enables interaction with Elasticsearch and OpenSearch clusters for searching documents and managing indices. It provides tools for cluster health monitoring, index configuration, and general API requests.

AWS AgentCore MCP Server

Provides comprehensive documentation about AWS AgentCore framework to GenAI tools, enabling users to build production-ready AI agents with enterprise-grade security, observability, and scalability. Offers guidance on identity management, API integration, monitoring, code execution, memory storage, and tool integration for AI agents.

Weaviate MCP Server

O Servidor MCP para Weaviate facilita a integração com o Weaviate usando um servidor personalizável baseado em Python, permitindo a interação com bancos de dados Weaviate e APIs OpenAI por meio de URL e chaves de API configuráveis.

CISA M365

Este servidor MCP implementa várias políticas de acordo com os requisitos CSA BOD 25-01 para serviços de nuvem Microsoft 365.

mcp-prompts-rs

Servidor baseado em Rust para gerenciar prompts de IA usando o Protocolo de Contexto de Modelo (MCP).

MCP Java Testing Agent

Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle checking through MCP tools. Enables iterative improvement of test coverage and code style until quality goals are met.

You Need A Budget (YNAB) MCP

An MCP to give AI agents extensive knowledge of your personal finances and control of your budgeting.

Giphy MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the Giphy API, allowing agents to search, retrieve, and manage GIF animations through natural language commands.

Intervals.icu MCP Server

Conecta o Claude com a API do Intervals.icu para recuperar dados de fitness, incluindo atividades, treinos, métricas de bem-estar e eventos de treinamento.

MCP Server Demo

A monorepo containing three Model Context Protocol (MCP) servers that enable natural language interaction with databases, GitHub repositories, and time/timezone services.

Semantic Cache MCP

Reduces token consumption by over 80% through intelligent file caching, returning only diffs for modified files and suppressing unchanged content. It features a suite of 12 tools for semantic search, batch reading, and efficient file editing to optimize LLM interactions with large codebases.

Senior Developer Job Description MCP Server

Provides hiring guides and discovery checklists to help users craft compelling job descriptions for senior developer roles. It includes tools to analyze existing descriptions against best practices and generate clarifying questions to fill information gaps.

Lila MCP Server

Provides comprehensive psychological intelligence capabilities including persona analysis, attachment theory assessment, relationship compatibility evaluation, and autonomous workflow strategies through a complete graph database integration.

note-mcp-server

Um servidor MCP simples para notas.

File Opener MCP Server

Enables Claude AI to open files and directories with system default applications or specified apps, and reveal items in macOS Finder.

Plex MCP Server

A Model Context Protocol server that enables AI assistants to query and manage Plex Media Server content through natural language, providing library access, viewing statistics, and media management capabilities.

mcp-video-analyzer

MCP server for video analysis — extracts transcripts, key frames with OCR, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required.

MCP Session Memory Bridge

Provides cross-session memory for AI agents by maintaining a rolling 24-hour event stream and searchable daily archives to prevent context loss. It enables agents to record, query, and retrieve historical events and decisions through a structured markdown-based workspace.